BIG DATA STREAMING ANALYTICS,
CREDIT CARD FRAUD DETECTION
@ MACHINE LEARNING GROUP, ULB
- Learning Outlier Ensembles: The Best of Both Worlds Supervised and Unsupervised... Combination of unsupervised and supervised techniques for credit card fraud detection; Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, and Gianluca Bontempi; (to be submitted);
- Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection: Assessment and Visualization; Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, and Gianluca Bontempi; International Journal of Data Science and Analytics (Accepted);
- An Assessment of Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection; Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, and Gianluca Bontempi; DSAA 2017 - The 4th IEEE International Conference on Data Science and Advanced Analytics, Tokyo 19-21 Oct 2017;
- SCARFF: a Scalable Framework for Streaming Credit Card Fraud Detection with Spark; Carcillo, F., Dal Pozzolo, A., Le Borgne, Y. A., Caelen, O., Mazzer, Y., & Bontempi, G.; Information fusion (2017); https://arxiv.org/abs/1709.08920
- Determinants of community structure in the global plankton interactome; Gipsi Lima-Mendez, Karoline Faust, Nicolas Henry, JohanDecelle, Sébastien Colin, Fabrizio Carcillo et al.; Science (2015), 348(6237), May 2015;
Journal Publications
Academic Publications
PUBLICATIONS
Scalable Machine Learning Algorithms for Credit Card Fraud Detection (Poster); Fabrizio Carcillo, Andrea Dal Pozzolo, Olivier Caelen and Gianluca Bontempi; Summer School on Machine Learning, Benicàssim (Spain), June 2015;
Abundance Predictions of Operational Taxonomic Units in Ocean Samples (Poster); Fabrizio Carcillo, Gipsi Lima-Mendez, Karoline Faust, Jeroen Raes, Gianluca Bontempi; 9th Benelux Bioinformatics Conference 2014, Luxembourg, December 2014;
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